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Record W4416503471 · doi:10.1590/1980531411398

MENTORAT ET PRATIQUES EN CLASSE : PERCEPTIONS DE STAGIAIRES

2025· article· fr· W4416503471 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueCadernos de Pesquisa · 2025
Typearticle
Languagefr
FieldPsychology
TopicInnovative Teaching and Learning Methods
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsGraduate studentsPrimary careProfessional development

Abstract

fetched live from OpenAlex

Résumé Cette recherche, réalisée durant le dernier stage du baccalauréat en enseignement secondaire dans une université québécoise, analyse les perceptions de six stagiaires sur les pratiques d’accompagnement de leur enseignant associé et décrit leurs pratiques en classe. En utilisant la théorie de l’autodétermination, les perceptions ont été examinées via des entretiens semi-dirigés. Les résultats suggèrent que les stagiaires perçoivent généralement un soutien adéquat de la part de leurs mentors en ce qui concerne le besoin d’appartenance. En revanche, le soutien perçu à l’égard de l’autonomie apparaît plus variable, tandis que celui lié au besoin de compétence semble plus limité. Les stagiaires évoquent également des difficultés à déployer des pratiques de soutien aux élèves. L’étude recommande d’adapter le soutien aux stagiaires et de renforcer la formation pratique pour mieux répondre aux besoins des élèves.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.339
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0030.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.025
GPT teacher head0.460
Teacher spread0.436 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it